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cs.CV2026
Visual Evidence Under Cross-Examination: Evaluating and Controlling Decision-Level Evidence Use in Vision-Language Models
Huiyao Zhang, Jin Bai, Zilong Su +6
Vision-language models increasingly reason through crops, regions, and tool-produced observations. Yet an observation can influence the answer without benefiting the candidate it s…
math.GT2026
Top coefficients of ADO invariants are Murasugi-sum multiplicative
Daniel López Neumann, Roland van der Veen
The Akutsu-Deguchi-Ohtsuki (ADO) invariants of links are a non-semisimple version of the colored Jones polynomials. We prove that the top coefficients of the ADO invariants of link…